------------------------------------------------------------------- Welcome to TARZAN (Version 2.1) Copyright (c) 2001 Tim Menzies (tim@menzies.com) Copy policy: GPL-2 (see www.gnu.org) ...while on high, our hero watches for the right chance to strike! ------------------------------------------------------------------- skew=2 default: Now=true default: Changes=true Read 398 cases (7 attributes) from auto-mpg.data Worth=1.000000 Granularity=4; Promising=4.000000; Useful=1.750000 Treatment:[No Treatment] 0:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 107 - 27%] 1:~~~~~~~~~~~~~~~~~~~~~ [ 77 - 19%] 2:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 109 - 27%] 3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 105 - 26%] deltaf distribution: -13:~~~~~~~~~~~~~~~~~~~~ [ 2 - 7%] -12:~~~~~~~~~~ [ 1 - 4%] -11:~~~~~~~~~~ [ 1 - 4%] -10:~~~~~~~~~~~~~~~~~~~~ [ 2 - 7%] -8:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 3 - 11%] -6:~~~~~~~~~~~~~~~~~~~~ [ 2 - 7%] -5:~~~~~~~~~~ [ 1 - 4%] -2:~~~~~~~~~~ [ 1 - 4%] 0:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 3 - 11%] 5:~~~~~~~~~~~~~~~~~~~~ [ 2 - 7%] 6:~~~~~~~~~~ [ 1 - 4%] 7:~~~~~~~~~~ [ 1 - 4%] 9:~~~~~~~~~~ [ 1 - 4%] 13:~~~~~~~~~~ [ 1 - 4%] 16:~~~~~~~~~~ [ 1 - 4%] 18:~~~~~~~~~~ [ 1 - 4%] 21:~~~~~~~~~~ [ 1 - 4%] 22:~~~~~~~~~~ [ 1 - 4%] 24:~~~~~~~~~~ [ 1 - 4%] Treatments learned on auto-mpg.data: worth=1.759916 [cylinders=[4.000000..5.000000)] [weight=[1613.000000..2288.000000)] worth=1.795359 [displacement=[68.000000..100.000000)] [weight=[1613.000000..2288.000000)] worth=1.798700 [cylinders=[4.000000..5.000000)] [displacement=[68.000000..100.000000)] worth=1.806600 [cylinders=[4.000000..5.000000)] [model year=[79.000000..82.010002)] worth=1.846625 [cylinders=[4.000000..5.000000)] [horsepower=[46.000000..77.000000)] worth=1.890908 [horsepower=[46.000000..77.000000)] [weight=[1613.000000..2288.000000)] worth=1.892032 [displacement=[68.000000..100.000000)] [horsepower=[46.000000..77.000000)] Worth=1.759916 Granularity=4; Promising=4.000000; Useful=1.750000 Treatment:[ cylinders=[4.000000..5.000000) weight=[1613.000000..2288.000000)] 0: [ 0 - 0%] 1: [ 2 - 2%] 2:~~~~~~~~~~~ [ 31 - 27%] 3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 80 - 71%] Worth=1.795359 Granularity=4; Promising=4.000000; Useful=1.750000 Treatment:[ displacement=[68.000000..100.000000) weight=[1613.000000..2288.000000)] 0: [ 0 - 0%] 1: [ 2 - 2%] 2:~~~~~~~~~ [ 21 - 23%] 3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 67 - 74%] Worth=1.798700 Granularity=4; Promising=4.000000; Useful=1.750000 Treatment:[ cylinders=[4.000000..5.000000) displacement=[68.000000..100.000000)] 0: [ 0 - 0%] 1: [ 1 - 1%] 2:~~~~~~~~~~ [ 23 - 25%] 3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 69 - 74%] Worth=1.806600 Granularity=4; Promising=4.000000; Useful=1.750000 Treatment:[ cylinders=[4.000000..5.000000) model year=[79.000000..82.010002)] 0: [ 0 - 0%] 1: [ 0 - 0%] 2:~~~~~~~~~~ [ 22 - 26%] 3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 64 - 74%] Worth=1.846625 Granularity=4; Promising=4.000000; Useful=1.750000 Treatment:[ cylinders=[4.000000..5.000000) horsepower=[46.000000..77.000000)] 0: [ 0 - 0%] 1: [ 1 - 1%] 2:~~~~~~~ [ 20 - 20%] 3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 78 - 79%] Worth=1.890908 Granularity=4; Promising=4.000000; Useful=1.750000 Treatment:[ horsepower=[46.000000..77.000000) weight=[1613.000000..2288.000000)] 0: [ 0 - 0%] 1: [ 0 - 0%] 2:~~~~~~ [ 15 - 17%] 3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 71 - 83%] Worth=1.892032 Granularity=4; Promising=4.000000; Useful=1.750000 Treatment:[ displacement=[68.000000..100.000000) horsepower=[46.000000..77.000000)] 0: [ 0 - 0%] 1: [ 0 - 0%] 2:~~~~~~ [ 13 - 17%] 3:~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ [ 62 - 83%] run time: 0 sec